Bekzat Nurlanbekova

ML Engineer  ·  ML Researcher

LinkedIn GitHub Email

Bio: I have 10 years of experience in Software Engineering. Masters degree in Data Science. Currently, interested in applying AI-driven methods to address real-world challenges in decision-making systems and healthcare.

Projects

Car plate detection preview

Car Plate Recognition

Upload an image — detect and read licence plates in real time

Stroke analysis preview

Stroke cases analysis

Exploratory Data Analysis (EDA) of Stroke dataset

Stroke analysis preview

Visualization dashboard of organ transplants in NHS England, dataset from 2023-2024

Visualization dashboard (R Shiny)

Stroke analysis preview

RAG Knowledge Base

Retrieval-augmented generation over private document collections

LLM · RAG

Research


Contrastive self-supervised representation learning for retinal fundus image classification

Monash University

2025 – 2026

Skills


ML & Python PyTorch, scikit-learn, pandas, FastAPI, CNNs (ResNet), Feature Engineering
Data SQL, PostgreSQL/Oracle, NoSQL (Couchbase), Apache Spark (PySpark), Data Visualization (Tableau, R)
MLOps & Tools HPC/GPU training, Weights & Biases, Docker, CI/CD, Kafka, Git
Platforms GitHub, HuggingFace

Experience & Education


Jul 2024 – Jun 2026
University logo

Master of Data Science

Monash University Malaysia

Data Wrangling · Machine Learning · Statistical Modelling · Data Visualisation (Tableau, R) · Big Data (Apache Spark)

Jan 2023 – Jul 2023
Amdocs logo

Scrum Master

Amdocs Inc.  ·  Project: Veon Beeline Kazakhstan

  • Facilitated Agile/Scrum ceremonies and coordinated backlog prioritisation for a cross-functional team
  • Tracked sprint metrics to identify process bottlenecks and drive continuous delivery improvements
Jun 2022 – Jan 2023
Amdocs logo

Software Engineer

Amdocs Inc.  ·  Project: Veon Beeline Kazakhstan

  • Developed and maintained REST APIs in Java, integrating with PostgreSQL and Couchbase
  • Deployed production changes via CI/CD pipelines to AWS Kubernetes in containerised (Docker) environments
Sep 2020 – Jun 2022
Amdocs logo

QA Automation Engineer

Amdocs Inc.  ·  Project: Veon Beeline Russia

  • Developed Java-based regression test suites, reducing production defects by ~33% through improved test coverage and shift-left strategies
Jul 2015 – Sep 2020
Amdocs logo

Software Support Engineer

Amdocs Inc.  ·  Project: Kcell Kazakhstan

  • Supported enterprise BSS modules (Customer Management, Billing, Accounts Receivable) for a platform serving 3M+ subscribers
  • Maintained 100% data accuracy on cross-system financial exports from Amdocs billing to SAP Finance through data profiling and mismatch analysis
May 2012 – Jul 2014
Company logo

Web Developer

Lab of the Future LLC  ·  Almaty, Kazakhstan

  • Built a web-based BI application for livestock monitoring deployed across 16 farms in South Kazakhstan, including reporting tools and data visualisation in Groovy
2009 – 2013
University logo

BSc Computer Systems & Software Engineering

IITU Kazakhstan

GPA 3.62 / 4.0

Certifications


SAFe® Certified Product Owner · Scaled Agile Inc. · Aug 2022
Mathematical Foundation of Machine Learning · Udemy · Mar 2024